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Query to reference single-cell integration with transfer learning

Query to reference single-cell integration with transfer learning

https://devfeature-collection.sl.nsw.gov.au/record/TN_cdi_proquest_journals_2424262323

Query to reference single-cell integration with transfer learning

About this item

Full title

Query to reference single-cell integration with transfer learning

Publisher

Cold Spring Harbor: Cold Spring Harbor Laboratory Press

Journal title

bioRxiv, 2020-07

Language

English

Formats

Publication information

Publisher

Cold Spring Harbor: Cold Spring Harbor Laboratory Press

More information

Scope and Contents

Contents

Large single-cell atlases are now routinely generated with the aim of serving as reference to analyse future smaller-scale studies. Yet, learning from reference data is complicated by batch effects between datasets, limited availability of computational resources, and sharing restrictions on raw data. Leveraging advances in machine learning, we pro...

Alternative Titles

Full title

Query to reference single-cell integration with transfer learning

Identifiers

Primary Identifiers

Record Identifier

TN_cdi_proquest_journals_2424262323

Permalink

https://devfeature-collection.sl.nsw.gov.au/record/TN_cdi_proquest_journals_2424262323

Other Identifiers

E-ISSN

2692-8205

DOI

10.1101/2020.07.16.205997